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Field Assessment of Force Torque Sensors for Planetary Rover Navigation

arXiv 2411.04700 ↗First posted 7 Nov 2024cs.RO cs.AI cs.LGcited by 0

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Abstract (arXiv)

Proprioceptive sensors on planetary rovers serve for state estimation and for understanding terrain and locomotion performance. While inertial measurement units (IMUs) are widely used to this effect, force-torque sensors are less explored for planetary navigation despite their potential to directly measure interaction forces and provide insights into traction performance. This paper presents an evaluation of the performance and use cases of force-torque sensors based on data collected from a six-wheeled rover during tests over varying terrains, speeds, and slopes. We discuss challenges, such as sensor signal reliability and terrain response accuracy, and identify opportunities regarding the use of these sensors. The data is openly accessible and includes force-torque measurements from each of the six-wheel assemblies as well as IMU data from within the rover chassis. This paper aims to inform the design of future studies and rover upgrades, particularly in sensor integration and control algorithms, to improve navigation capabilities.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 1 of its 45 references that are in the map. First posted on arXiv 7 Nov 2024.

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References · 1

  1. 2018UMAP: Uniform Manifold Approximation and Projection for Dimension Reductioncited by 2,898

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